Triple

T4294769
Position Surface form Disambiguated ID Type / Status
Subject James Heckman E99683 entity
Predicate positionHeld P8 FINISHED
Object Henry Schultz Distinguished Service Professor of Economics
The Henry Schultz Distinguished Service Professor of Economics is a prestigious endowed professorship at the University of Chicago, held by leading economists recognized for their significant contributions to economic research.
E428369 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Henry Schultz Distinguished Service Professor of Economics | Statement: [James Heckman, positionHeld, Henry Schultz Distinguished Service Professor of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Henry Schultz Distinguished Service Professor of Economics
Context triple: [James Heckman, positionHeld, Henry Schultz Distinguished Service Professor of Economics]
  • A. John Bates Clark Professor of Political Economy at Columbia University
    The John Bates Clark Professor of Political Economy at Columbia University is a prestigious endowed chair in economics held by leading scholars in macroeconomic theory and policy.
  • B. Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology
    The Elizabeth and James Killian Professor of Economics at the Massachusetts Institute of Technology is a prestigious endowed chair in MIT’s economics department held by leading scholar Daron Acemoglu.
  • C. Robert M. Beren Professor of Economics at Harvard University
    The Robert M. Beren Professor of Economics at Harvard University is a prestigious endowed chair in Harvard’s Economics Department held by leading scholars such as Gregory Mankiw.
  • D. Torsten Söderberg Academy Professorship in Economics
    The Torsten Söderberg Academy Professorship in Economics is a prestigious Swedish academic distinction that supports leading economists with long-term funding for advanced research.
  • E. IG Patel Professor of Economics and Government
    The IG Patel Professor of Economics and Government is a prestigious academic chair at the London School of Economics focused on the intersection of economic policy and public governance.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Henry Schultz Distinguished Service Professor of Economics
Triple: [James Heckman, positionHeld, Henry Schultz Distinguished Service Professor of Economics]
Generated description
The Henry Schultz Distinguished Service Professor of Economics is a prestigious endowed professorship at the University of Chicago, held by leading economists recognized for their significant contributions to economic research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Henry Schultz Distinguished Service Professor of Economics
Target entity description: The Henry Schultz Distinguished Service Professor of Economics is a prestigious endowed professorship at the University of Chicago, held by leading economists recognized for their significant contributions to economic research.
  • A. John Bates Clark Professor of Political Economy at Columbia University
    The John Bates Clark Professor of Political Economy at Columbia University is a prestigious endowed chair in economics held by leading scholars in macroeconomic theory and policy.
  • B. Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology
    The Elizabeth and James Killian Professor of Economics at the Massachusetts Institute of Technology is a prestigious endowed chair in MIT’s economics department held by leading scholar Daron Acemoglu.
  • C. Robert M. Beren Professor of Economics at Harvard University
    The Robert M. Beren Professor of Economics at Harvard University is a prestigious endowed chair in Harvard’s Economics Department held by leading scholars such as Gregory Mankiw.
  • D. Torsten Söderberg Academy Professorship in Economics
    The Torsten Söderberg Academy Professorship in Economics is a prestigious Swedish academic distinction that supports leading economists with long-term funding for advanced research.
  • E. IG Patel Professor of Economics and Government
    The IG Patel Professor of Economics and Government is a prestigious academic chair at the London School of Economics focused on the intersection of economic policy and public governance.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35083f87c8190a3d3b323e76ab575 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c740c4a081909a63fb957f2926ae completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7d04508819087b14c5c86f1e015 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c84ccea08190a8e7e8fa93934ea2 completed March 14, 2026, 8:42 p.m.
Created at: March 12, 2026, 11:08 p.m.